Fingerprinting localization based on affinity propagation clustering and artificial neural networks

IEEE Wireless Communications and Networking Conference, WCNC

Volumn , Issue , 2013, Pages 2317-2322

  Ding, Genming ^a   Tan, Zhenhui ^a   Zhang, Jinbao ^a   Zhang, Lingwen ^a  

^a BEIJING JIAOTONG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

AFFINITY PROPAGATION; AFFINITY PROPAGATION CLUSTERING; COMPUTING CAPABILITY; FINGERPRINTING TECHNIQUES; LARGE-SCALE INDOOR ENVIRONMENTS; LOCALIZATION SYSTEM; LOCALIZATION TECHNIQUE; MULTIPLE ACCESS POINTS;

CLUSTERING ALGORITHMS; WIRELESS TELECOMMUNICATION SYSTEMS;

NEURAL NETWORKS;

EID: 84881603790     PISSN: 15253511     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCNC.2013.6554922     Document Type: Conference Paper

References (15)

1. H. Liu, H. Darabi, P. Banerjee, and J. Liu, "Survey of wireless indoor positioning techniques and systems," IEEE Trans. System, Man, and Cybernetics, vol. 37, no. 6, pp. 1067-1080, 2007.
2. P. Bahl and V. Padmanabhan, "RADAR: An in-building RF-based user location and tracking system," in IEEE INFOCOM, vol. 2, 2000, pp. 775-784.
3. A. Kushki, K. N. Plataniotis, and A. N. Eenetsanopoulos, "Kernel-based positioning in wireless local area networks," IEEE Trans. Mobile Comput., vol. 6, no. 6, pp. 689-705, 2007.
4. M. Brunato and R. Battiti, "Statistical learning theory for location fingerprinting in wireless LANs," Comput. Netw, vol. 47, pp. 825-845, 2005.
5. C. Laoudias, P. Kemppi, and C. Panayiotou, "Localization using radial basis function networks and signal strength fingerprints in WLAN," in IEEE GLOBECOM, 2009, pp. 1-6.
6. C. Nerguizian, C. Despins, and S. Affes, "Geolocation in mines with an impulse response fingerprinting technique and neural networks," IEEE Trans. Wireless Commun., vol. 5, no. 3, pp. 603-611, 2006.
7. S. Kuo, B. Wu, W. Peng, and Y. Tseng, "Clusterenhanced techniques for pattern-matching localization systems," in IEEE MASS, 2007, pp. 1-9.
8. M. A. Youssef, A. Agrawala, and A. U. Shankar, "Wlan location determination via clustering and probability distributions," in IEEE PerCom, 2003, pp. 143-150.
9. S. Das, A. Abraham, and A. Konar, "Automatic clustering using an improved differential evolution algorithm," IEEE Trans. Syst. Man Cybern. Part A Syst. Humans, vol. 38, no. 1, pp. 218-237, 2008.
10. B. Frey and D. Dueck, "Clustering by passing messages between data points," Science, vol. 315, pp. 972-976, 2007.
11. C. Feng, W. Au, S. Valaee, and Z. Tan, "Compressive sensing based positioning using RSS of WLAN access points," in IEEE INFOCOM, 2010, pp. 1-9.
12. S. Haykin, Neural networks-A comprehensive foundation, 2nd ed. Prentice Hall, 1998.
13. X. Zhang, Matrix analysis and application. Springer and Tsinghua University Press, 2004.
14. H. Yu, T. Xie, S. Paszczynski, and B.Wilamowski, "Advantages of radial basis function networks for dynamic system design," IEEE Trans. Ind. Electron., vol. 58, no. 12, pp. 5438-5450, 2011.
15. A. Jain, R. Duin, and J. Mao, "Statistical pattern recognition: a review," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 1, pp. 4-37, 2000.